CRAN/E | CEC

CEC

Cross-Entropy Clustering

Installation

About

Splits data into Gaussian type clusters using the Cross-Entropy Clustering ('CEC') method. This method allows for the simultaneous use of various types of Gaussian mixture models, for performing the reduction of unnecessary clusters, and for discovering new clusters by splitting them. 'CEC' is based on the work of Spurek, P. and Tabor, J. (2014) doi:10.1016/j.patcog.2014.03.006.

github.com/swarm-lab/cec
swarm-lab.github.io/cec/

Key Metrics

Version 0.11.1
Published 2024-01-08 111 days ago
Needs compilation? yes
License GPL-3
CRAN checks CEC results

Downloads

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Last 7 days 95 -16%
Last 30 days 403 -14%
Last 90 days 1.345 -15%
Last 365 days 5.623 +51%

Maintainer

Maintainer

Simon Garnier

garnier@njit.edu

Authors

Kamieniecki Konrad

aut

Spurek Przemyslaw

ctb

Simon Garnier

cre / ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CEC archive

Imports

graphics
methods
stats
utils

Suggests

covr

Reverse Suggests

FCPS